Dataset statistics
| Number of variables | 51 |
|---|---|
| Number of observations | 227 |
| Missing cells | 316 |
| Missing cells (%) | 2.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 90.6 KiB |
| Average record size in memory | 408.6 B |
Variable types
| Boolean | 27 |
|---|---|
| Numeric | 15 |
| Categorical | 9 |
patient id has a high cardinality: 227 distinct values | High cardinality |
years is highly correlated with pack years | High correlation |
triglycmg/dl is highly correlated with chol/hd ratio | High correlation |
chol/hd ratio is highly correlated with triglycmg/dl and 1 other fields | High correlation |
bmi is highly correlated with mass/kg | High correlation |
hdl mg/dl is highly correlated with chol/hd ratio | High correlation |
height/m is highly correlated with mass/kg | High correlation |
mass/kg is highly correlated with bmi and 1 other fields | High correlation |
pack years is highly correlated with years | High correlation |
years is highly correlated with pack years | High correlation |
triglycmg/dl is highly correlated with chol/hd ratio | High correlation |
chol/hd ratio is highly correlated with triglycmg/dl and 1 other fields | High correlation |
bmi is highly correlated with mass/kg | High correlation |
hdl mg/dl is highly correlated with chol/hd ratio | High correlation |
height/m is highly correlated with mass/kg | High correlation |
mass/kg is highly correlated with bmi and 1 other fields | High correlation |
pack years is highly correlated with years | High correlation |
years is highly correlated with pack years | High correlation |
bmi is highly correlated with mass/kg | High correlation |
mass/kg is highly correlated with bmi | High correlation |
pack years is highly correlated with years | High correlation |
study is highly correlated with dm patient medical history and 2 other fields | High correlation |
neuropathy autonomic symptoms is highly correlated with numbness autonomic symptoms | High correlation |
hyperlipidemia patient medical history is highly correlated with statins | High correlation |
dm patient medical history is highly correlated with study and 1 other fields | High correlation |
numbness autonomic symptoms is highly correlated with neuropathy autonomic symptoms | High correlation |
stroke patient medical history is highly correlated with stroke | High correlation |
insulin(yes or no) is highly correlated with completed visit status | High correlation |
antiparkinsonian is highly correlated with completed visit status | High correlation |
statins is highly correlated with hyperlipidemia patient medical history | High correlation |
stroke is highly correlated with stroke patient medical history | High correlation |
completed visit status is highly correlated with study and 2 other fields | High correlation |
oral hypoglycemic is highly correlated with study and 1 other fields | High correlation |
years is highly correlated with alcohol dose/week and 3 other fields | High correlation |
neuropathy autonomic symptoms is highly correlated with numbness autonomic symptoms | High correlation |
hyperlipidemia patient medical history is highly correlated with statins | High correlation |
triglycmg/dl is highly correlated with chol/hd ratio | High correlation |
alcohol dose/week is highly correlated with years and 1 other fields | High correlation |
stroke patient medical history is highly correlated with stroke | High correlation |
glucose mg/dl is highly correlated with oral hypoglycemic and 4 other fields | High correlation |
previous tobacco use is highly correlated with years and 1 other fields | High correlation |
oral hypoglycemic is highly correlated with glucose mg/dl and 3 other fields | High correlation |
chol/hd ratio is highly correlated with triglycmg/dl and 1 other fields | High correlation |
statins is highly correlated with hyperlipidemia patient medical history | High correlation |
current tobacco use is highly correlated with years | High correlation |
study is highly correlated with glucose mg/dl and 3 other fields | High correlation |
numbness autonomic symptoms is highly correlated with neuropathy autonomic symptoms | High correlation |
dm patient medical history is highly correlated with glucose mg/dl and 4 other fields | High correlation |
bmi is highly correlated with glucose mg/dl and 2 other fields | High correlation |
antihyperlipidemic is highly correlated with dm patient medical history | High correlation |
stroke is highly correlated with stroke patient medical history and 3 other fields | High correlation |
hdl mg/dl is highly correlated with chol/hd ratio and 1 other fields | High correlation |
plt ct k/ul is highly correlated with glucose mg/dl and 1 other fields | High correlation |
height/m is highly correlated with gender | High correlation |
mass/kg is highly correlated with bmi and 1 other fields | High correlation |
pack years is highly correlated with years and 2 other fields | High correlation |
gender is highly correlated with hdl mg/dl and 2 other fields | High correlation |
years has 13 (5.7%) missing values | Missing |
atrial fibtrillation patient medical history has 3 (1.3%) missing values | Missing |
triglycmg/dl has 22 (9.7%) missing values | Missing |
alcohol dose/week has 16 (7.0%) missing values | Missing |
glucose mg/dl has 19 (8.4%) missing values | Missing |
chol/hd ratio has 14 (6.2%) missing values | Missing |
current tobacco use has 9 (4.0%) missing values | Missing |
crp (mg/l) has 45 (19.8%) missing values | Missing |
oh autonomic symptoms has 3 (1.3%) missing values | Missing |
cholestmg/dl has 23 (10.1%) missing values | Missing |
hdl mg/dl has 14 (6.2%) missing values | Missing |
plt ct k/ul has 19 (8.4%) missing values | Missing |
pack years has 18 (7.9%) missing values | Missing |
completed visit status has 80 (35.2%) missing values | Missing |
patient id is uniformly distributed | Uniform |
patient id has unique values | Unique |
years has 92 (40.5%) zeros | Zeros |
alcohol dose/week has 82 (36.1%) zeros | Zeros |
cancer# family history has 100 (44.1%) zeros | Zeros |
pack years has 94 (41.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-15 09:43:58.058242 |
|---|---|
| Analysis finished | 2022-03-15 09:45:38.574671 |
| Duration | 1 minute and 40.52 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 197 | |
| True | 28 | 12.3% |
| (Missing) | 2 | 0.9% |
years
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 37 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 13 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.8271028 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 92 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 27.75 |
| 95-th percentile | 48 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 27.75 |
Descriptive statistics
| Standard deviation | 17.113348 |
|---|---|
| Coefficient of variation (CV) | 1.154193657 |
| Kurtosis | -0.2302921014 |
| Mean | 14.8271028 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.903433219 |
| Sum | 3173 |
| Variance | 292.8666798 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92 | |
| 30 | 17 | 7.5% |
| 20 | 13 | 5.7% |
| 40 | 13 | 5.7% |
| 10 | 10 | 4.4% |
| 15 | 9 | 4.0% |
| 25 | 6 | 2.6% |
| 12 | 6 | 2.6% |
| 24 | 4 | 1.8% |
| 60 | 3 | 1.3% |
| Other values (27) | 41 | |
| (Missing) | 13 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 92 | |
| 1 | 2 | 0.9% |
| 2 | 2 | 0.9% |
| 3 | 1 | 0.4% |
| 4 | 2 | 0.9% |
| 5 | 2 | 0.9% |
| 7 | 1 | 0.4% |
| 8 | 1 | 0.4% |
| 9 | 2 | 0.9% |
| 10 | 10 | 4.4% |
| Value | Count | Frequency (%) |
| 64 | 1 | 0.4% |
| 60 | 3 | |
| 57 | 2 | |
| 55 | 1 | 0.4% |
| 52 | 1 | 0.4% |
| 50 | 2 | |
| 48 | 2 | |
| 45 | 1 | 0.4% |
| 43 | 2 | |
| 42 | 1 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 177 | |
| True | 49 | 21.6% |
| (Missing) | 1 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 3 |
| Missing (%) | 1.3% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | 9 |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 215 | |
| True | 9 | 4.0% |
| (Missing) | 3 | 1.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Memory size | 582.0 B |
| True | |
|---|---|
| False | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| True | 116 | |
| False | 109 | |
| (Missing) | 2 | 0.9% |
ca ++ blockers
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 193 | |
| True | 34 | 15.0% |
syncope autonomic symptoms
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 188 | |
| True | 38 | 16.7% |
| (Missing) | 1 | 0.4% |
| Distinct | 139 |
|---|---|
| Distinct (%) | 67.8% |
| Missing | 22 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 145.518361 |
| Minimum | 0.264 |
|---|---|
| Maximum | 473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0.264 |
|---|---|
| 5-th percentile | 53.2 |
| Q1 | 93 |
| median | 135 |
| Q3 | 182 |
| 95-th percentile | 304.4 |
| Maximum | 473 |
| Range | 472.736 |
| Interquartile range (IQR) | 89 |
Descriptive statistics
| Standard deviation | 77.87132507 |
|---|---|
| Coefficient of variation (CV) | 0.5351305811 |
| Kurtosis | 2.80157899 |
| Mean | 145.518361 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 1.424182255 |
| Sum | 29831.264 |
| Variance | 6063.943268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 136 | 5 | 2.2% |
| 97 | 5 | 2.2% |
| 125 | 4 | 1.8% |
| 152 | 4 | 1.8% |
| 95 | 3 | 1.3% |
| 66 | 3 | 1.3% |
| 150 | 3 | 1.3% |
| 182 | 3 | 1.3% |
| 78 | 3 | 1.3% |
| 145 | 3 | 1.3% |
| Other values (129) | 169 | |
| (Missing) | 22 | 9.7% |
| Value | Count | Frequency (%) |
| 0.264 | 1 | |
| 37 | 2 | |
| 43 | 1 | |
| 44 | 1 | |
| 46 | 1 | |
| 47 | 1 | |
| 50 | 1 | |
| 52 | 1 | |
| 53 | 2 | |
| 54 | 1 |
| Value | Count | Frequency (%) |
| 473 | 1 | |
| 442 | 1 | |
| 424 | 1 | |
| 372 | 1 | |
| 367 | 1 | |
| 362 | 1 | |
| 321 | 1 | |
| 320 | 1 | |
| 315 | 1 | |
| 313 | 1 |
arbs
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True | 15 |
| Value | Count | Frequency (%) |
| False | 212 | |
| True | 15 | 6.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) |
| False | 225 | |
| True | 2 | 0.9% |
| Distinct | 28 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 16 |
| Missing (%) | 7.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.003554502 |
| Minimum | 0 |
|---|---|
| Maximum | 70 |
| Zeros | 82 |
| Zeros (%) | 36.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 22.5 |
| Maximum | 70 |
| Range | 70 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 10.94350967 |
|---|---|
| Coefficient of variation (CV) | 2.187147091 |
| Kurtosis | 18.69313131 |
| Mean | 5.003554502 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.042882042 |
| Sum | 1055.75 |
| Variance | 119.760404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 2 | 20 | 8.8% |
| 1 | 20 | 8.8% |
| 7 | 19 | 8.4% |
| 3 | 17 | 7.5% |
| 5 | 7 | 3.1% |
| 4 | 6 | 2.6% |
| 0.5 | 5 | 2.2% |
| 14 | 4 | 1.8% |
| 10 | 3 | 1.3% |
| Other values (18) | 28 | 12.3% |
| (Missing) | 16 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 0.25 | 3 | 1.3% |
| 0.5 | 5 | 2.2% |
| 1 | 20 | 8.8% |
| 1.5 | 1 | 0.4% |
| 2 | 20 | 8.8% |
| 2.5 | 1 | 0.4% |
| 3 | 17 | 7.5% |
| 4 | 6 | 2.6% |
| 5 | 7 | 3.1% |
| Value | Count | Frequency (%) |
| 70 | 3 | |
| 49 | 1 | 0.4% |
| 42 | 2 | |
| 35 | 2 | |
| 28 | 1 | 0.4% |
| 25 | 1 | 0.4% |
| 24 | 1 | 0.4% |
| 21 | 3 | |
| 20 | 2 | |
| 15 | 1 | 0.4% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Memory size | 1.9 KiB |
| no | |
|---|---|
| yes | |
| tia | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.297777778 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 158 | |
| yes | 66 | |
| tia | 1 | 0.4% |
| (Missing) | 2 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| no | 158 | |
| yes | 66 | |
| tia | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 80 |
|---|---|
| Distinct (%) | 38.5% |
| Missing | 19 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.5 |
| Minimum | 40 |
|---|---|
| Maximum | 258 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 60.35 |
| Q1 | 75 |
| median | 83 |
| Q3 | 98 |
| 95-th percentile | 166.2 |
| Maximum | 258 |
| Range | 218 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 35.98402759 |
|---|---|
| Coefficient of variation (CV) | 0.38485591 |
| Kurtosis | 7.408407656 |
| Mean | 93.5 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 2.539727114 |
| Sum | 19448 |
| Variance | 1294.850242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 81 | 8 | 3.5% |
| 91 | 7 | 3.1% |
| 76 | 7 | 3.1% |
| 80 | 7 | 3.1% |
| 95 | 7 | 3.1% |
| 83 | 7 | 3.1% |
| 78 | 7 | 3.1% |
| 72 | 6 | 2.6% |
| 79 | 6 | 2.6% |
| 77 | 6 | 2.6% |
| Other values (70) | 140 | |
| (Missing) | 19 | 8.4% |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.4% |
| 51 | 1 | 0.4% |
| 52 | 1 | 0.4% |
| 53 | 1 | 0.4% |
| 54 | 2 | |
| 57 | 1 | 0.4% |
| 58 | 3 | |
| 60 | 1 | 0.4% |
| 61 | 2 | |
| 63 | 3 |
| Value | Count | Frequency (%) |
| 258 | 1 | |
| 253 | 1 | |
| 252 | 1 | |
| 231 | 1 | |
| 222 | 1 | |
| 213 | 1 | |
| 211 | 1 | |
| 207 | 1 | |
| 190 | 1 | |
| 179 | 1 |
htn family history
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Memory size | 1.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 3.0 | |
| 4.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 105 | |
| 1.0 | 70 | |
| 2.0 | 34 | 15.0% |
| 3.0 | 13 | 5.7% |
| 4.0 | 3 | 1.3% |
| (Missing) | 2 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 105 | |
| 1.0 | 70 | |
| 2.0 | 34 | 15.1% |
| 3.0 | 13 | 5.8% |
| 4.0 | 3 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Memory size | 582.0 B |
| True | |
|---|---|
| False | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| True | 127 | |
| False | 98 | |
| (Missing) | 2 | 0.9% |
strokefamily history
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 3.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 133 | |
| 1.0 | 74 | |
| 2.0 | 17 | 7.5% |
| 3.0 | 3 | 1.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 133 | |
| 1.0 | 74 | |
| 2.0 | 17 | 7.5% |
| 3.0 | 3 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
anticoagulants
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True | 9 |
| Value | Count | Frequency (%) |
| False | 218 | |
| True | 9 | 4.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 170 | |
| True | 57 | 25.1% |
estrogen
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True | 5 |
| Value | Count | Frequency (%) |
| False | 222 | |
| True | 5 | 2.2% |
heartdisease family history
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Memory size | 1.9 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 2.0 | |
| 3.0 | |
| 4.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 90 | |
| 0.0 | 76 | |
| 2.0 | 40 | |
| 3.0 | 17 | 7.5% |
| 4.0 | 3 | 1.3% |
| (Missing) | 1 | 0.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 90 | |
| 0.0 | 76 | |
| 2.0 | 40 | |
| 3.0 | 17 | 7.5% |
| 4.0 | 3 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
previous alcohol use
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 165 | |
| False | 62 | 27.3% |
| Distinct | 39 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 14 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.324413146 |
| Minimum | 1.8 |
|---|---|
| Maximum | 7.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 1.8 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 2.7 |
| median | 3.2 |
| Q3 | 3.9 |
| 95-th percentile | 4.9 |
| Maximum | 7.6 |
| Range | 5.8 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 0.925816956 |
|---|---|
| Coefficient of variation (CV) | 0.2784903427 |
| Kurtosis | 2.149611001 |
| Mean | 3.324413146 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 1.169267309 |
| Sum | 708.1 |
| Variance | 0.8571370361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.3 | 15 | 6.6% |
| 2.7 | 14 | 6.2% |
| 2.4 | 12 | 5.3% |
| 2.9 | 12 | 5.3% |
| 3.2 | 11 | 4.8% |
| 3.1 | 11 | 4.8% |
| 2.6 | 10 | 4.4% |
| 3 | 10 | 4.4% |
| 3.4 | 9 | 4.0% |
| 2.3 | 9 | 4.0% |
| Other values (29) | 100 | |
| (Missing) | 14 | 6.2% |
| Value | Count | Frequency (%) |
| 1.8 | 1 | 0.4% |
| 1.9 | 3 | 1.3% |
| 2 | 2 | 0.9% |
| 2.1 | 4 | 1.8% |
| 2.2 | 5 | 2.2% |
| 2.3 | 9 | |
| 2.4 | 12 | |
| 2.5 | 4 | 1.8% |
| 2.6 | 10 | |
| 2.7 | 14 |
| Value | Count | Frequency (%) |
| 7.6 | 1 | 0.4% |
| 6.4 | 1 | 0.4% |
| 6.1 | 1 | 0.4% |
| 6 | 1 | 0.4% |
| 5.8 | 2 | |
| 5.3 | 1 | 0.4% |
| 5.1 | 2 | |
| 4.9 | 3 | |
| 4.8 | 2 | |
| 4.7 | 1 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 125 | |
| True | 102 |
| Distinct | 227 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| s0250 | 1 |
|---|---|
| s0298 | 1 |
| s0231 | 1 |
| s0232 | 1 |
| s0233 | 1 |
| Other values (222) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 227 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | s0250 |
|---|---|
| 2nd row | s0254 |
| 3rd row | s0255 |
| 4th row | s0256 |
| 5th row | s0257 |
Common Values
| Value | Count | Frequency (%) |
| s0250 | 1 | 0.4% |
| s0298 | 1 | 0.4% |
| s0231 | 1 | 0.4% |
| s0232 | 1 | 0.4% |
| s0233 | 1 | 0.4% |
| s0235 | 1 | 0.4% |
| s0236 | 1 | 0.4% |
| s0237 | 1 | 0.4% |
| s0239 | 1 | 0.4% |
| s0240 | 1 | 0.4% |
| Other values (217) | 217 |
Length
| Value | Count | Frequency (%) |
| s0250 | 1 | 0.4% |
| s0403 | 1 | 0.4% |
| s0281 | 1 | 0.4% |
| s0255 | 1 | 0.4% |
| s0256 | 1 | 0.4% |
| s0257 | 1 | 0.4% |
| s0262 | 1 | 0.4% |
| s0264 | 1 | 0.4% |
| s0267 | 1 | 0.4% |
| s0270 | 1 | 0.4% |
| Other values (217) | 217 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
beta blockers
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 170 | |
| True | 57 | 25.1% |
diuretics
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 180 | |
| True | 47 | 20.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 206 | |
| True | 21 | 9.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 9 |
| Missing (%) | 4.0% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 9 |
| Value | Count | Frequency (%) |
| False | 194 | |
| True | 24 | 10.6% |
| (Missing) | 9 | 4.0% |
ace inhibitors
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 165 | |
| True | 62 | 27.3% |
| Distinct | 141 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 45 |
| Missing (%) | 19.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.725313187 |
| Minimum | 0.028 |
|---|---|
| Maximum | 59.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0.028 |
|---|---|
| 5-th percentile | 0.0846 |
| Q1 | 0.345 |
| median | 0.9 |
| Q3 | 2.035 |
| 95-th percentile | 9.658 |
| Maximum | 59.3 |
| Range | 59.272 |
| Interquartile range (IQR) | 1.69 |
Descriptive statistics
| Standard deviation | 6.592582472 |
|---|---|
| Coefficient of variation (CV) | 2.4190183 |
| Kurtosis | 37.81760584 |
| Mean | 2.725313187 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 5.599907972 |
| Sum | 496.007 |
| Variance | 43.46214365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.4 | 5 | 2.2% |
| 0.61 | 4 | 1.8% |
| 0.28 | 4 | 1.8% |
| 0.45 | 4 | 1.8% |
| 0.85 | 3 | 1.3% |
| 1.82 | 3 | 1.3% |
| 1.3 | 3 | 1.3% |
| 0.34 | 2 | 0.9% |
| 2.2 | 2 | 0.9% |
| 0.23 | 2 | 0.9% |
| Other values (131) | 150 | |
| (Missing) | 45 | 19.8% |
| Value | Count | Frequency (%) |
| 0.028 | 1 | |
| 0.032 | 1 | |
| 0.038 | 1 | |
| 0.047 | 1 | |
| 0.05 | 1 | |
| 0.06 | 1 | |
| 0.061 | 2 | |
| 0.082 | 1 | |
| 0.084 | 1 | |
| 0.096 | 1 |
| Value | Count | Frequency (%) |
| 59.3 | 1 | |
| 40.6 | 1 | |
| 30.2 | 1 | |
| 26.6 | 1 | |
| 24.3 | 1 | |
| 16.9 | 1 | |
| 15.9 | 1 | |
| 13.6 | 1 | |
| 11.6 | 1 | |
| 9.67 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| cerebral_elderly_stroke | |
|---|---|
| cerebral_perfusion_diabetes |
Length
| Max length | 27 |
|---|---|
| Median length | 23 |
| Mean length | 24.40969163 |
| Min length | 23 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | cerebral_perfusion_diabetes |
|---|---|
| 2nd row | cerebral_perfusion_diabetes |
| 3rd row | cerebral_perfusion_diabetes |
| 4th row | cerebral_perfusion_diabetes |
| 5th row | cerebral_perfusion_diabetes |
Common Values
| Value | Count | Frequency (%) |
| cerebral_elderly_stroke | 147 | |
| cerebral_perfusion_diabetes | 80 |
Length
Pie chart
| Value | Count | Frequency (%) |
| cerebral_elderly_stroke | 147 | |
| cerebral_perfusion_diabetes | 80 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 173 | |
| True | 52 | 22.9% |
| (Missing) | 2 | 0.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 3 |
| Missing (%) | 1.3% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 176 | |
| True | 48 | 21.1% |
| (Missing) | 3 | 1.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True | 10 |
| Value | Count | Frequency (%) |
| False | 217 | |
| True | 10 | 4.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Memory size | 582.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 154 | |
| True | 71 | |
| (Missing) | 2 | 0.9% |
antiplatelets
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 119 | |
| True | 108 |
| Distinct | 222 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.80202659 |
| Minimum | 18.24688209 |
|---|---|
| Maximum | 45.7676239 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 18.24688209 |
|---|---|
| 5-th percentile | 21.07968757 |
| Q1 | 24.32819341 |
| median | 26.7550539 |
| Q3 | 30.09179293 |
| 95-th percentile | 38.59556148 |
| Maximum | 45.7676239 |
| Range | 27.52074181 |
| Interquartile range (IQR) | 5.763599517 |
Descriptive statistics
| Standard deviation | 5.202748673 |
|---|---|
| Coefficient of variation (CV) | 0.1871355909 |
| Kurtosis | 0.5647240078 |
| Mean | 27.80202659 |
| Median Absolute Deviation (MAD) | 2.6148286 |
| Skewness | 0.8730347813 |
| Sum | 6311.060036 |
| Variance | 27.06859375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.39220991 | 3 | 1.3% |
| 23.49308018 | 2 | 0.9% |
| 21.07968757 | 2 | 0.9% |
| 24.21038497 | 2 | 0.9% |
| 25.46538038 | 1 | 0.4% |
| 27.11563117 | 1 | 0.4% |
| 24.03069852 | 1 | 0.4% |
| 18.95108468 | 1 | 0.4% |
| 36.1578641 | 1 | 0.4% |
| 35.27511732 | 1 | 0.4% |
| Other values (212) | 212 |
| Value | Count | Frequency (%) |
| 18.24688209 | 1 | |
| 18.63784361 | 1 | |
| 18.95108468 | 1 | |
| 19.10770522 | 1 | |
| 19.52971055 | 1 | |
| 19.63371488 | 1 | |
| 19.82773546 | 1 | |
| 19.9093126 | 1 | |
| 20.8326531 | 1 | |
| 20.98531791 | 1 |
| Value | Count | Frequency (%) |
| 45.7676239 | 1 | |
| 43.58775014 | 1 | |
| 42.85572731 | 1 | |
| 40.3395062 | 1 | |
| 40.2556757 | 1 | |
| 39.65979917 | 1 | |
| 39.63612736 | 1 | |
| 39.0020932 | 1 | |
| 38.95941727 | 1 | |
| 38.90625 | 1 |
age
Real number (ℝ≥0)
| Distinct | 32 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.22026432 |
| Minimum | 50 |
|---|---|
| Maximum | 83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 61 |
| median | 67 |
| Q3 | 72 |
| 95-th percentile | 79 |
| Maximum | 83 |
| Range | 33 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.195883594 |
|---|---|
| Coefficient of variation (CV) | 0.1237670021 |
| Kurtosis | -0.7690168194 |
| Mean | 66.22026432 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.1999095068 |
| Sum | 15032 |
| Variance | 67.17250789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 17 | 7.5% |
| 71 | 14 | 6.2% |
| 70 | 13 | 5.7% |
| 78 | 12 | 5.3% |
| 66 | 12 | 5.3% |
| 74 | 12 | 5.3% |
| 62 | 12 | 5.3% |
| 64 | 11 | 4.8% |
| 65 | 10 | 4.4% |
| 72 | 8 | 3.5% |
| Other values (22) | 106 |
| Value | Count | Frequency (%) |
| 50 | 5 | |
| 51 | 5 | |
| 52 | 5 | |
| 53 | 7 | |
| 54 | 7 | |
| 55 | 5 | |
| 57 | 3 | |
| 58 | 7 | |
| 59 | 5 | |
| 60 | 6 |
| Value | Count | Frequency (%) |
| 83 | 1 | 0.4% |
| 81 | 1 | 0.4% |
| 80 | 7 | |
| 79 | 4 | 1.8% |
| 78 | 12 | |
| 77 | 4 | 1.8% |
| 76 | 4 | 1.8% |
| 75 | 3 | 1.3% |
| 74 | 12 | |
| 73 | 6 |
dm family history
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 3.0 | 10 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 3.0 |
| 4th row | 3.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 125 | |
| 1.0 | 59 | |
| 2.0 | 31 | 13.7% |
| 3.0 | 10 | 4.4% |
| 4.0 | 2 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 125 | |
| 1.0 | 59 | |
| 2.0 | 31 | 13.7% |
| 3.0 | 10 | 4.4% |
| 4.0 | 2 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 186 | |
| True | 41 | 18.1% |
dizziness autonomic symptoms
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 156 | |
| True | 71 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 355.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 158 | |
| True | 69 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8274336283 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 100 |
| Zeros (%) | 44.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9292049445 |
|---|---|
| Coefficient of variation (CV) | 1.12299635 |
| Kurtosis | 1.594153313 |
| Mean | 0.8274336283 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.18899985 |
| Sum | 187 |
| Variance | 0.8634218289 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 81 | |
| 2 | 32 | 14.1% |
| 3 | 11 | 4.8% |
| 4 | 1 | 0.4% |
| 5 | 1 | 0.4% |
| (Missing) | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 81 | |
| 2 | 32 | 14.1% |
| 3 | 11 | 4.8% |
| 4 | 1 | 0.4% |
| 5 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.4% |
| 4 | 1 | 0.4% |
| 3 | 11 | 4.8% |
| 2 | 32 | 14.1% |
| 1 | 81 | |
| 0 | 100 |
| Distinct | 106 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 23 |
| Missing (%) | 10.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.4558824 |
| Minimum | 95 |
|---|---|
| Maximum | 314 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 95 |
|---|---|
| 5-th percentile | 124 |
| Q1 | 159 |
| median | 180 |
| Q3 | 208 |
| 95-th percentile | 253.7 |
| Maximum | 314 |
| Range | 219 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 38.38543205 |
|---|---|
| Coefficient of variation (CV) | 0.2092352208 |
| Kurtosis | 0.2631377911 |
| Mean | 183.4558824 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.3764529077 |
| Sum | 37425 |
| Variance | 1473.441394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 225 | 6 | 2.6% |
| 180 | 5 | 2.2% |
| 165 | 5 | 2.2% |
| 160 | 5 | 2.2% |
| 185 | 5 | 2.2% |
| 141 | 4 | 1.8% |
| 158 | 4 | 1.8% |
| 174 | 4 | 1.8% |
| 220 | 4 | 1.8% |
| 161 | 4 | 1.8% |
| Other values (96) | 158 | |
| (Missing) | 23 | 10.1% |
| Value | Count | Frequency (%) |
| 95 | 1 | |
| 98 | 1 | |
| 100 | 1 | |
| 106 | 1 | |
| 109 | 1 | |
| 113 | 1 | |
| 118 | 1 | |
| 119 | 1 | |
| 121 | 1 | |
| 122 | 1 |
| Value | Count | Frequency (%) |
| 314 | 1 | |
| 283 | 1 | |
| 271 | 2 | |
| 270 | 1 | |
| 268 | 1 | |
| 265 | 1 | |
| 264 | 1 | |
| 258 | 1 | |
| 255 | 1 | |
| 254 | 1 |
| Distinct | 62 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 14 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.21150235 |
| Minimum | 0.52 |
|---|---|
| Maximum | 106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0.52 |
|---|---|
| 5-th percentile | 35.6 |
| Q1 | 48 |
| median | 56 |
| Q3 | 68 |
| 95-th percentile | 88.4 |
| Maximum | 106 |
| Range | 105.48 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 16.88909762 |
|---|---|
| Coefficient of variation (CV) | 0.2901333403 |
| Kurtosis | 0.717767339 |
| Mean | 58.21150235 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.1587854112 |
| Sum | 12399.05 |
| Variance | 285.2416185 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51 | 11 | 4.8% |
| 53 | 8 | 3.5% |
| 49 | 8 | 3.5% |
| 60 | 7 | 3.1% |
| 48 | 6 | 2.6% |
| 56 | 6 | 2.6% |
| 61 | 6 | 2.6% |
| 41 | 5 | 2.2% |
| 52 | 5 | 2.2% |
| 81 | 5 | 2.2% |
| Other values (52) | 146 | |
| (Missing) | 14 | 6.2% |
| Value | Count | Frequency (%) |
| 0.52 | 1 | 0.4% |
| 0.53 | 1 | 0.4% |
| 28 | 3 | |
| 32 | 1 | 0.4% |
| 33 | 4 | |
| 35 | 1 | 0.4% |
| 36 | 3 | |
| 37 | 4 | |
| 38 | 3 | |
| 39 | 2 |
| Value | Count | Frequency (%) |
| 106 | 2 | |
| 98 | 2 | |
| 94 | 2 | |
| 92 | 1 | 0.4% |
| 91 | 1 | 0.4% |
| 89 | 3 | |
| 88 | 2 | |
| 86 | 1 | 0.4% |
| 84 | 3 | |
| 83 | 2 |
| Distinct | 144 |
|---|---|
| Distinct (%) | 69.2% |
| Missing | 19 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 266.6923077 |
| Minimum | 110 |
|---|---|
| Maximum | 516 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 158.4 |
| Q1 | 224 |
| median | 259.5 |
| Q3 | 309.25 |
| 95-th percentile | 399.5 |
| Maximum | 516 |
| Range | 406 |
| Interquartile range (IQR) | 85.25 |
Descriptive statistics
| Standard deviation | 71.79507565 |
|---|---|
| Coefficient of variation (CV) | 0.2692056485 |
| Kurtosis | 0.6214580341 |
| Mean | 266.6923077 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 0.5427802412 |
| Sum | 55472 |
| Variance | 5154.532887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 259 | 5 | 2.2% |
| 235 | 5 | 2.2% |
| 250 | 4 | 1.8% |
| 300 | 4 | 1.8% |
| 245 | 4 | 1.8% |
| 247 | 3 | 1.3% |
| 255 | 3 | 1.3% |
| 281 | 3 | 1.3% |
| 244 | 3 | 1.3% |
| 269 | 3 | 1.3% |
| Other values (134) | 171 | |
| (Missing) | 19 | 8.4% |
| Value | Count | Frequency (%) |
| 110 | 1 | |
| 114 | 1 | |
| 123 | 1 | |
| 128 | 1 | |
| 135 | 1 | |
| 143 | 1 | |
| 148 | 1 | |
| 150 | 1 | |
| 152 | 1 | |
| 155 | 1 |
| Value | Count | Frequency (%) |
| 516 | 1 | |
| 481 | 1 | |
| 470 | 1 | |
| 439 | 1 | |
| 436 | 1 | |
| 430 | 1 | |
| 423 | 1 | |
| 416 | 1 | |
| 413 | 1 | |
| 411 | 1 |
| Distinct | 72 |
|---|---|
| Distinct (%) | 31.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.670556828 |
| Minimum | 1.46 |
|---|---|
| Maximum | 1.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 1.46 |
|---|---|
| 5-th percentile | 1.52 |
| Q1 | 1.6 |
| median | 1.6764 |
| Q3 | 1.74 |
| 95-th percentile | 1.82 |
| Maximum | 1.92 |
| Range | 0.46 |
| Interquartile range (IQR) | 0.14 |
Descriptive statistics
| Standard deviation | 0.09511245782 |
|---|---|
| Coefficient of variation (CV) | 0.05693458385 |
| Kurtosis | -0.6301470024 |
| Mean | 1.670556828 |
| Median Absolute Deviation (MAD) | 0.0736 |
| Skewness | 0.02873237246 |
| Sum | 379.2164 |
| Variance | 0.009046379632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.7018 | 13 | 5.7% |
| 1.68 | 12 | 5.3% |
| 1.6 | 9 | 4.0% |
| 1.57 | 8 | 3.5% |
| 1.74 | 7 | 3.1% |
| 1.72 | 7 | 3.1% |
| 1.6764 | 7 | 3.1% |
| 1.63 | 6 | 2.6% |
| 1.6256 | 6 | 2.6% |
| 1.8034 | 6 | 2.6% |
| Other values (62) | 146 |
| Value | Count | Frequency (%) |
| 1.46 | 1 | 0.4% |
| 1.47 | 2 | 0.9% |
| 1.4732 | 1 | 0.4% |
| 1.49 | 1 | 0.4% |
| 1.4986 | 1 | 0.4% |
| 1.5 | 1 | 0.4% |
| 1.502 | 1 | 0.4% |
| 1.52 | 6 | |
| 1.524 | 3 | |
| 1.53 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 1.92 | 1 | 0.4% |
| 1.9 | 1 | 0.4% |
| 1.8542 | 1 | 0.4% |
| 1.85 | 2 | |
| 1.84 | 1 | 0.4% |
| 1.83 | 3 | |
| 1.8288 | 2 | |
| 1.82 | 3 | |
| 1.818 | 1 | 0.4% |
| 1.81 | 1 | 0.4% |
| Distinct | 183 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.81583642 |
| Minimum | 45.81 |
|---|---|
| Maximum | 133.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 45.81 |
|---|---|
| 5-th percentile | 54.43032532 |
| Q1 | 65.5 |
| median | 75.15 |
| Q3 | 86.925 |
| 95-th percentile | 113.0836647 |
| Maximum | 133.05 |
| Range | 87.24 |
| Interquartile range (IQR) | 21.425 |
Descriptive statistics
| Standard deviation | 17.0374199 |
|---|---|
| Coefficient of variation (CV) | 0.218945406 |
| Kurtosis | 0.8512937935 |
| Mean | 77.81583642 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | 0.8652911802 |
| Sum | 17664.19487 |
| Variance | 290.2736768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68.0388555 | 4 | 1.8% |
| 72.5747792 | 4 | 1.8% |
| 63.5029318 | 4 | 1.8% |
| 64.41011654 | 3 | 1.3% |
| 95.2543977 | 3 | 1.3% |
| 71.66759446 | 3 | 1.3% |
| 53.97749203 | 3 | 1.3% |
| 54.88467677 | 3 | 1.3% |
| 77.1107029 | 3 | 1.3% |
| 69.85 | 3 | 1.3% |
| Other values (173) | 194 |
| Value | Count | Frequency (%) |
| 45.81 | 1 | 0.4% |
| 47.17 | 1 | 0.4% |
| 48.99 | 1 | 0.4% |
| 49.89 | 1 | 0.4% |
| 51.5 | 1 | 0.4% |
| 52.16312255 | 2 | |
| 52.25 | 1 | 0.4% |
| 53.97749203 | 3 | |
| 54.43 | 1 | 0.4% |
| 54.4310844 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 133.05 | 1 | |
| 130.7 | 1 | |
| 129.75 | 1 | |
| 128.95 | 1 | |
| 124 | 1 | |
| 122.5 | 1 | |
| 121.6 | 1 | |
| 119.4 | 1 | |
| 115.9 | 1 | |
| 114.65 | 1 |
pack years
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 66 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 18 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.37165885 |
| Minimum | 0 |
|---|---|
| Maximum | 160 |
| Zeros | 94 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.14 |
| Q3 | 26 |
| 95-th percentile | 65.2 |
| Maximum | 160 |
| Range | 160 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 25.10450895 |
|---|---|
| Coefficient of variation (CV) | 1.53341266 |
| Kurtosis | 5.552543764 |
| Mean | 16.37165885 |
| Median Absolute Deviation (MAD) | 2.14 |
| Skewness | 2.076046542 |
| Sum | 3421.6767 |
| Variance | 630.2363695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 94 | |
| 10 | 7 | 3.1% |
| 15 | 7 | 3.1% |
| 60 | 7 | 3.1% |
| 30 | 7 | 3.1% |
| 20 | 6 | 2.6% |
| 40 | 4 | 1.8% |
| 12 | 4 | 1.8% |
| 80 | 4 | 1.8% |
| 25 | 3 | 1.3% |
| Other values (56) | 66 | |
| (Missing) | 18 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 94 | |
| 0.14 | 1 | 0.4% |
| 0.1667 | 1 | 0.4% |
| 0.5 | 1 | 0.4% |
| 0.6 | 1 | 0.4% |
| 1 | 2 | 0.9% |
| 1.14 | 1 | 0.4% |
| 1.25 | 1 | 0.4% |
| 1.43 | 1 | 0.4% |
| 1.71 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 160 | 1 | 0.4% |
| 100 | 1 | 0.4% |
| 96 | 1 | 0.4% |
| 86 | 1 | 0.4% |
| 80 | 4 | |
| 72 | 1 | 0.4% |
| 70 | 1 | 0.4% |
| 66 | 1 | 0.4% |
| 64 | 1 | 0.4% |
| 62.5 | 1 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| female | |
|---|---|
| male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.039647577 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | male |
|---|---|
| 2nd row | female |
| 3rd row | female |
| 4th row | female |
| 5th row | male |
Common Values
| Value | Count | Frequency (%) |
| female | 118 | |
| male | 109 |
Length
Pie chart
| Value | Count | Frequency (%) |
| female | 118 | |
| male | 109 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 80 |
| Missing (%) | 35.2% |
| Memory size | 1.9 KiB |
| completed | |
|---|---|
| excluded | |
| ineligible | 8 |
| lost to followup | 6 |
| v1 | 2 |
Length
| Max length | 16 |
|---|---|
| Median length | 9 |
| Mean length | 8.952380952 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ineligible |
|---|---|
| 2nd row | completed |
| 3rd row | excluded |
| 4th row | completed |
| 5th row | completed |
Common Values
| Value | Count | Frequency (%) |
| completed | 88 | |
| excluded | 43 | |
| ineligible | 8 | 3.5% |
| lost to followup | 6 | 2.6% |
| v1 | 2 | 0.9% |
| (Missing) | 80 |
Length
Pie chart
| Value | Count | Frequency (%) |
| completed | 88 | |
| excluded | 43 | |
| ineligible | 8 | 5.0% |
| lost | 6 | 3.8% |
| to | 6 | 3.8% |
| followup | 6 | 3.8% |
| v1 | 2 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| cancer patient medical history | years | neuropathy autonomic symptoms | atrial fibtrillation patient medical history | hyperlipidemia patient medical history | ca ++ blockers | syncope autonomic symptoms | triglycmg/dl | arbs | antiparkinsonian | alcohol dose/week | stroke patient medical history | glucose mg/dl | htn family history | previous tobacco use | strokefamily history | anticoagulants | oral hypoglycemic | estrogen | heartdisease family history | previous alcohol use | chol/hd ratio | statins | patient id | beta blockers | diuretics | painful feet autonomic symptoms | current tobacco use | ace inhibitors | crp (mg/l) | study | numbness autonomic symptoms | oh autonomic symptoms | insulin(yes or no) | dm patient medical history | antiplatelets | bmi | age | dm family history | antihyperlipidemic | dizziness autonomic symptoms | stroke | cancer# family history | cholestmg/dl | hdl mg/dl | plt ct k/ul | height/m | mass/kg | pack years | gender | completed visit status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | no | 10.0 | no | no | no | no | no | 267.0 | no | no | 7.00 | no | 211.0 | 1.0 | yes | 0.0 | no | yes | no | 1.0 | yes | 4.5 | no | s0250 | no | no | no | no | no | 0.240 | cerebral_perfusion_diabetes | no | no | no | yes | no | 35.782279 | 50 | 1.0 | no | no | no | 1.0 | 135.0 | 36.0 | 250.0 | 1.790 | 114.65 | 2.86 | male | NaN |
| 1 | no | 1.0 | no | no | no | no | yes | 95.0 | no | no | 0.50 | no | 95.0 | 1.0 | yes | 1.0 | no | no | no | 1.0 | yes | 3.0 | no | s0254 | no | no | no | no | no | 0.104 | cerebral_perfusion_diabetes | no | no | no | no | no | 24.275148 | 69 | 0.0 | no | no | no | 1.0 | 176.0 | 59.0 | 242.0 | 1.531 | 56.90 | 0.14 | female | NaN |
| 2 | no | 0.0 | no | no | yes | no | no | NaN | no | no | 9.00 | no | NaN | 0.0 | no | 0.0 | no | no | no | 3.0 | yes | NaN | yes | s0255 | yes | no | no | no | no | NaN | cerebral_perfusion_diabetes | no | no | no | yes | no | 28.466932 | 78 | 3.0 | no | no | no | 0.0 | NaN | NaN | NaN | 1.520 | 65.77 | 0.00 | female | NaN |
| 3 | yes | 20.0 | no | no | yes | no | NaN | 111.0 | no | no | 3.00 | no | 111.0 | 0.0 | yes | 1.0 | no | yes | no | 1.0 | yes | 2.6 | yes | s0256 | no | no | no | no | no | 0.060 | cerebral_perfusion_diabetes | no | no | no | yes | yes | 29.629630 | 65 | 3.0 | no | no | no | 2.0 | 194.0 | 75.0 | 315.0 | 1.575 | 73.50 | 5.71 | female | NaN |
| 4 | no | 0.0 | no | no | no | no | no | NaN | no | no | 0.00 | no | NaN | 1.0 | no | 1.0 | no | no | no | 1.0 | no | NaN | no | s0257 | no | no | no | no | no | NaN | cerebral_perfusion_diabetes | no | no | no | no | no | 24.328720 | 55 | 0.0 | no | no | no | 0.0 | NaN | NaN | NaN | 1.700 | 70.31 | 0.00 | male | NaN |
| 5 | no | 17.0 | yes | no | yes | yes | no | 186.0 | yes | no | 0.00 | no | 98.0 | 1.0 | yes | 1.0 | no | no | no | 3.0 | yes | 4.5 | yes | s0262 | no | no | no | no | no | NaN | cerebral_perfusion_diabetes | yes | no | no | yes | no | 37.093333 | 67 | 3.0 | yes | no | no | 0.0 | 178.0 | 40.0 | NaN | 1.500 | 83.46 | 34.00 | female | NaN |
| 6 | no | 20.0 | yes | no | yes | yes | no | 185.0 | no | no | NaN | no | 159.0 | 1.0 | yes | 0.0 | no | no | no | 0.0 | no | 3.2 | yes | s0264 | no | yes | no | no | yes | 0.061 | cerebral_perfusion_diabetes | no | no | yes | yes | yes | 33.184005 | 66 | 1.0 | no | no | no | 1.0 | 122.0 | 38.0 | 181.0 | 1.722 | 98.40 | 20.00 | female | NaN |
| 7 | no | 20.0 | yes | no | yes | no | no | 205.0 | no | no | 7.00 | no | 104.0 | 2.0 | yes | 3.0 | no | yes | no | 0.0 | yes | 3.3 | yes | s0267 | yes | no | yes | no | yes | 0.061 | cerebral_perfusion_diabetes | no | no | no | yes | yes | 30.215419 | 74 | 2.0 | yes | no | no | 0.0 | 162.0 | 49.0 | 283.0 | 1.680 | 85.28 | 20.00 | male | NaN |
| 8 | no | 20.0 | yes | no | yes | no | no | 200.0 | no | yes | 0.25 | no | 112.0 | 1.0 | yes | 1.0 | yes | no | no | 2.0 | yes | 3.4 | yes | s0270 | yes | yes | yes | no | yes | 0.038 | cerebral_perfusion_diabetes | yes | no | no | yes | no | 32.129373 | 81 | 1.0 | yes | no | no | 3.0 | 135.0 | 40.0 | 280.0 | 1.730 | 96.16 | 10.00 | male | NaN |
| 9 | no | 15.0 | no | no | no | no | no | 167.0 | no | no | 1.00 | no | 84.0 | 0.0 | yes | 1.0 | no | no | no | 0.0 | yes | 2.9 | no | s0271 | no | no | no | no | no | 0.082 | cerebral_perfusion_diabetes | no | no | no | no | no | 25.393282 | 57 | 2.0 | no | yes | no | 2.0 | 217.0 | 76.0 | 317.0 | 1.680 | 71.67 | 15.00 | female | NaN |
Last rows
| cancer patient medical history | years | neuropathy autonomic symptoms | atrial fibtrillation patient medical history | hyperlipidemia patient medical history | ca ++ blockers | syncope autonomic symptoms | triglycmg/dl | arbs | antiparkinsonian | alcohol dose/week | stroke patient medical history | glucose mg/dl | htn family history | previous tobacco use | strokefamily history | anticoagulants | oral hypoglycemic | estrogen | heartdisease family history | previous alcohol use | chol/hd ratio | statins | patient id | beta blockers | diuretics | painful feet autonomic symptoms | current tobacco use | ace inhibitors | crp (mg/l) | study | numbness autonomic symptoms | oh autonomic symptoms | insulin(yes or no) | dm patient medical history | antiplatelets | bmi | age | dm family history | antihyperlipidemic | dizziness autonomic symptoms | stroke | cancer# family history | cholestmg/dl | hdl mg/dl | plt ct k/ul | height/m | mass/kg | pack years | gender | completed visit status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 217 | no | 45.0 | no | no | yes | no | no | 239.0 | no | no | 0.0 | yes | 84.0 | 1.0 | yes | 1.0 | yes | no | no | 0.0 | yes | 3.8 | yes | s0388 | no | no | no | yes | yes | 1.70 | cerebral_elderly_stroke | no | yes | no | no | yes | 25.872580 | 61 | 1.0 | no | yes | yes | 1.0 | 184.0 | 49.0 | 269.0 | 1.62 | 67.90 | 6.75 | female | completed |
| 218 | no | 24.0 | no | no | yes | no | no | 270.0 | yes | no | 1.0 | yes | 86.0 | 0.0 | yes | 0.0 | no | no | no | 2.0 | yes | 4.1 | no | s0389 | yes | yes | no | no | no | 1.50 | cerebral_elderly_stroke | no | no | no | no | yes | 38.438094 | 50 | 0.0 | yes | no | yes | 1.0 | 210.0 | 51.0 | 324.0 | 1.67 | 107.20 | 24.00 | female | completed |
| 219 | no | 0.0 | no | no | no | no | no | 67.0 | no | no | 0.0 | yes | 75.0 | 1.0 | no | 0.0 | no | no | no | 0.0 | no | 2.4 | yes | s0394 | no | no | no | no | no | 2.00 | cerebral_elderly_stroke | no | no | no | no | yes | 39.636127 | 59 | 0.0 | no | yes | yes | 1.0 | 119.0 | 49.0 | 175.0 | 1.71 | 115.90 | 0.00 | female | excluded |
| 220 | no | 15.0 | yes | yes | no | yes | yes | 138.0 | no | no | 7.0 | yes | NaN | 3.0 | yes | 2.0 | yes | no | no | 1.0 | yes | 5.8 | no | s0397 | no | no | no | no | yes | 3.90 | cerebral_elderly_stroke | yes | no | no | no | no | 27.083520 | 74 | 0.0 | no | yes | yes | 0.0 | 283.0 | 49.0 | 284.0 | 1.83 | 90.70 | 15.00 | male | completed |
| 221 | no | 0.0 | no | no | no | no | no | 44.0 | no | no | 0.0 | no | 70.0 | 0.0 | no | 0.0 | no | no | no | 0.0 | yes | 1.9 | no | s0399 | no | no | no | no | no | 0.23 | cerebral_elderly_stroke | no | no | no | no | no | 20.985318 | 51 | 0.0 | no | no | no | 1.0 | 180.0 | 94.0 | 255.0 | 1.81 | 68.75 | 0.00 | female | completed |
| 222 | no | 20.0 | no | no | no | yes | no | 156.0 | no | no | 6.0 | yes | 67.0 | 1.0 | yes | 0.0 | no | no | no | 0.0 | yes | 4.9 | no | s0400 | no | yes | no | no | yes | NaN | cerebral_elderly_stroke | no | no | no | no | yes | 29.019064 | 53 | 3.0 | no | no | yes | 1.0 | 236.0 | 48.0 | 416.0 | 1.72 | 85.85 | 20.00 | male | excluded |
| 223 | no | 4.0 | no | no | yes | no | no | 240.0 | no | no | 0.0 | yes | 70.0 | 0.0 | yes | 0.0 | no | no | no | 0.0 | no | 4.3 | yes | s0401 | no | no | no | no | no | NaN | cerebral_elderly_stroke | yes | no | no | no | yes | 31.462585 | 64 | 0.0 | yes | no | yes | 0.0 | 230.0 | 53.0 | 413.0 | 1.68 | 88.80 | 0.60 | male | excluded |
| 224 | no | 30.0 | no | no | no | no | no | 55.0 | no | no | 4.0 | yes | 81.0 | 0.0 | yes | 1.0 | no | no | no | 0.0 | yes | 2.3 | no | s0402 | no | no | no | yes | no | 0.43 | cerebral_elderly_stroke | yes | no | no | no | yes | 29.117860 | 54 | 0.0 | yes | no | yes | 1.0 | 137.0 | 60.0 | 266.0 | 1.82 | 96.45 | NaN | male | completed |
| 225 | no | NaN | no | no | yes | no | no | 119.0 | no | no | 0.0 | yes | 63.0 | 1.0 | yes | 1.0 | no | no | no | 1.0 | yes | 3.4 | yes | s0404 | no | no | no | no | no | NaN | cerebral_elderly_stroke | yes | no | no | no | yes | 26.297999 | 61 | 0.0 | no | no | yes | 0.0 | 124.0 | 37.0 | 161.0 | 1.72 | 77.80 | NaN | male | excluded |
| 226 | no | 4.0 | yes | no | yes | no | no | 118.0 | no | no | 7.0 | yes | 93.0 | 1.0 | yes | 0.0 | no | no | yes | 1.0 | yes | 2.9 | yes | s0414 | yes | no | no | no | yes | NaN | cerebral_elderly_stroke | yes | no | no | no | yes | 21.353547 | 63 | 0.0 | no | yes | yes | 0.0 | 185.0 | 63.0 | 327.0 | 1.74 | 64.65 | 4.00 | female | excluded |